Paper Citation Record · LEDGER

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation

As of 16 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2607.07748.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.07748 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T19:48:27.137130Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

35 of 35 outbound references displayed

verified exact16
verified fuzzy3
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8c0c143a-fb12-466e-9108-0b5861ea2bfb · outbound

This paper cites an unresolved cited work.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-07-10T19:57:34.511787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 544c1288-2636-4655-9039-0b0ac3ede5c7 · outbound

This paper cites an unresolved cited work.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-07-10T19:57:34.513304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2f0a1cad-49e7-4175-aa2b-34a280f9f2b1 · outbound

This paper cites MultiPL-E.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation MultiPL-E

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-10T19:57:33.985642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b9f80bde-db26-4554-8104-e8d6166c90a6 · outbound

This paper cites CodeT: Code Generation with Generated Tests.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation CodeT: Code Generation with Generated Tests

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T19:57:34.130922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d0518ce9-d002-4400-bcb1-44e9d83a7900 · outbound

This paper cites Pangu Embedded: An Efficient Dual-system LLM Reasoner with Metacognition.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Pangu Embedded: An Efficient Dual-system LLM Reasoner with Metacognition

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-07-10T19:57:34.123828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f51021e3-d02b-486b-aea6-e272281e68aa · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Evaluating Large Language Models Trained on Code

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-07-10T19:57:34.128567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dde4939d-5345-460b-b370-43d3802d270f · outbound

This paper cites an unresolved cited work.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-07-10T19:57:34.510178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ae35710f-ad26-408a-b17b-a97fbb60db34 · outbound

This paper cites Anders Ericsson.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Anders Ericsson

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T19:57:34.506881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4d7c8950-1bef-455b-9a65-c149fb8b9798 · outbound

This paper cites Enhancing Code Generation for Low-Resource Languages: No Silver Bullet.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Enhancing Code Generation for Low-Resource Languages: No Silver Bullet

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-10T19:57:34.126205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3771f683-7833-4b35-8edd-d3e4b779728a · outbound

This paper cites AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T19:57:34.145380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 533e1119-df07-4c52-a795-d3e245d046eb · outbound

This paper cites OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-07-10T19:57:34.138023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c5991e34-fa62-44cf-aff7-bbdf06c6836a · outbound

This paper cites Ashraful Islam, Mohammed Eunus Ali, and Md Rizwan Parvez.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Ashraful Islam, Mohammed Eunus Ali, and Md Rizwan Parvez

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T19:57:34.508631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 02ec05b9-a66f-48a8-aa31-4aa4a48a25c6 · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-07-10T19:57:34.147763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fe029a10-c021-4d0a-8af1-ee395951904f · outbound

This paper cites an unresolved cited work.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-07-10T19:57:34.502096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 23b5adab-23a4-41fc-810f-0f144ef6426c · outbound

This paper cites an unresolved cited work.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-07-10T19:57:34.503723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3fb2deec-8c50-4dd1-b7de-2c488485b05a · outbound

This paper cites an unresolved cited work.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-07-10T19:57:34.505277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 659d87a5-44ad-437b-861a-0b8f060e8743 · outbound

This paper cites an unresolved cited work.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-07-10T19:57:34.498915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c130d950-b488-491a-8c08-169df4166f16 · outbound

This paper cites an unresolved cited work.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-07-10T19:57:34.500445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 84fb8d01-be36-465d-8a2e-5d09323af903 · outbound

This paper cites Hard examples are all you need: Maximizing grpo post-training under annotation budgets.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Hard examples are all you need: Maximizing grpo post-training under annotation budgets

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-10T19:57:34.157887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 639f633b-2faa-4d57-9117-6e49f63e1713 · outbound

This paper cites CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-10T19:57:34.121221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 673b4857-0913-4c36-9044-6e0828a42c0f · outbound

This paper cites CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-07-10T19:57:34.142769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8c78f7fc-7133-4393-9d50-b760d9ddf4db · outbound

This paper cites Qwen3 Technical Report.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Qwen3 Technical Report

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-07-10T19:57:34.118692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d712bd66-3fbd-4d4a-a28d-3ae64945583e · outbound

This paper cites an unresolved cited work.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-07-10T19:57:34.495734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bdb721b2-48de-4e2c-b42e-443df1ebe335 · outbound

This paper cites ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-07-10T19:57:34.135573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3e722b6e-8df5-4e6b-97ee-00fd989a49bf · outbound

This paper cites an unresolved cited work.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-07-10T19:57:34.497335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8cdd45ec-5917-4310-9a5e-2cd0c1a0a858 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-07-10T19:57:34.140283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4dda5f17-2eb8-4af0-8a6d-fc20d60a9f62 · outbound

This paper cites an unresolved cited work.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-07-10T19:57:34.514947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d1a31d9b-6b2f-4e9b-8b8e-b837f5762374 · outbound

This paper cites CodeReasoner: Enhancing the Code Reasoning Ability with Reinforcement Learning.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation CodeReasoner: Enhancing the Code Reasoning Ability with Reinforcement Learning

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-07-10T19:57:34.115953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3d170f11-04f6-49f4-95ef-f5d084fcbcd0 · outbound

This paper cites Hashimoto.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Hashimoto

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T19:57:34.492538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 103ea8b5-7eec-4a47-aa67-1bfd0c94dad7 · outbound

This paper cites CodeChemist: Test-Time Scaling for Low-Resource Code Generation via Functional Knowledge Transfer.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation CodeChemist: Test-Time Scaling for Low-Resource Code Generation via Functional Knowledge Transfer

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-07-10T19:57:34.133239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 063746e0-7e79-4157-b4bf-e89252d2288f · outbound

This paper cites an unresolved cited work.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-07-10T19:57:34.490873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fa73e3f3-a363-42af-ae54-032137cc2dc6 · outbound

This paper cites an unresolved cited work.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-07-10T19:57:34.494103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 32c6cc84-9aad-480c-9451-a4d867a98f44 · outbound

This paper cites KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding

Reference 33

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T19:57:34.152440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 23c13b20-3d93-49f0-8fa1-22ef952ae8b7 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-07-10T19:57:34.150101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bfd85b2c-e9df-48fa-bb51-cf5913131c60 · outbound

This paper cites an unresolved cited work.

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation Unresolved cited work

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-07-10T19:57:34.154957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.